As Robiolastex said, bonuses applied to base.
This means that if a dungeon have 30% chance to drop you an item, with your 100% bonus you will have a total 60% chance to get item,
not 130%.
Around the map exist dungeon with many drops even without any bonuses and others without any drops even with bonuses
!